{"id":"W3006150015","doi":"10.1164/rccm.202002-0228ed","title":"Identifying a Neurophenotype in Severe Asthma","year":2020,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Asthma; Intensive care medicine; MEDLINE; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001893797,0.0007004822,0.001016925,0.001460473,0.003977826,0.002393647,0.001347476,0.03478659,0.004358223],"category_scores_gemma":[0.01240228,0.000613671,0.001270158,0.00076377,0.002239634,0.002209706,0.001422165,0.02123353,0.002217929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003175583,"about_ca_system_score_gemma":0.002813516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006426568,"about_ca_topic_score_gemma":0.009540307,"domain_scores_codex":[0.9979889,0.0005401975,0.0003600733,0.0002250534,0.0003351966,0.0005505337],"domain_scores_gemma":[0.9956861,0.002502999,0.0002925563,0.0001421764,0.0005068348,0.0008694135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003176551,0.0002348267,0.03210314,0.0001257954,0.000053921,0.3822212,0.0006566931,0.0002523521,0.001092279,0.007055583,0.5539357,0.02195085],"study_design_scores_gemma":[0.000578573,0.0006980296,0.0395698,0.001938174,0.0003199341,0.4853808,0.005614914,0.006013284,0.001574913,0.03156697,0.4265203,0.0002242528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01623448,0.003075398,0.0004176456,0.9342917,0.02016575,0.00005472365,0.0001131252,0.00004959562,0.02559769],"genre_scores_gemma":[0.1492208,0.002941167,0.001108609,0.7456017,0.0870204,0.00005541051,0.0001561316,0.00005597659,0.01383977],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03478659,"threshold_uncertainty_score":0.02304059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248429462323112,"score_gpt":0.3149576661942512,"score_spread":0.29011471996194,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}